Datasets:

trentmkelly
/

DrugHub-scrape

+---
+pretty_name: DrugHub Market Snapshot (September 2026)
+license: cc-by-nc-sa-4.0
+language:
+  - en
+size_categories:
+  - 100K<n<1M
+tags:
+  - darknet
+  - marketplace
+  - drug-policy
+  - measurement
+  - reviews
+configs:
+  - config_name: listings
+    data_files: listing_pages.parquet
+  - config_name: shipping_options
+    data_files: shipping_options.parquet
+  - config_name: bulk_options
+    data_files: bulk_options.parquet
+  - config_name: vendors
+    data_files: vendor_pages.parquet
+  - config_name: reviews
+    data_files: reviews.parquet
+  - config_name: vendor_pgp_keys
+    data_files: vendor_pgp_keys.parquet
+  - config_name: vendor_listing_titles
+    data_files: vendor_listing_titles.parquet
+  - config_name: rosters
+    data_files: rosters.parquet
+  - config_name: roster_entries
+    data_files: roster_entries.parquet
+  - config_name: category_counts
+    data_files: category_counts.parquet
+  - config_name: category_count_entries
+    data_files: category_count_entries.parquet
+  - config_name: fetch_log
+    data_files: fetch_log.parquet
+---
+# DrugHub Market Snapshot, September 2026
+A complete, text-only capture of the public listing, vendor, and review pages of
+DrugHub, a Monero-only darknet market operating since 2023. Everything here was
+visible to any visitor without an account. Doesn't include any images.
+Collected 16-17 September 2026.
+## What's in it
+| Table | Rows | Description |
+|---|---|---|
+| `listings` | 22,621 | One row per listing page: title, category, description, refund policy, prices, stock, shipping, unit, minimum order, vendor stats as shown on the listing. |
+| `shipping_options` | 57,982 | Shipping methods per listing with XMR and fiat prices. |
+| `bulk_options` | 82,135 | Bulk price tiers per listing. |
+| `vendors` | 9,418 | One row per vendor page fetched (profile plus each review page). Profile stats, seven average ratings, about text. Filter `page_r = 0` for one row per vendor (1,598). |
+| `reviews` | 423,003 | Every review on the site: listing title, date, and seven percentage scores. |
+| `vendor_pgp_keys` | 1,676 | PGP public keys as published on vendor profiles. |
+| `vendor_listing_titles` | 35,793 | Every listing title each vendor has been reviewed on, including delisted ones. |
+| `rosters`, `roster_entries` | 91 / 145,422 | Snapshots of the sidebar vendor roster with feedback percentages, deduplicated by content. |
+| `category_counts`, `category_count_entries` | 16 / 1,888 | Snapshots of the category tree with listing counts. |
+| `fetch_log` | 35,402 | Every HTTP fetch made, including failures, with timestamp, status, and content hash. Page bodies are not included. |
+Every parsed row carries a `fetch_id` that points into `fetch_log`, and a
+`fetched_at` unix timestamp.
+## Coverage
+- **Listings:** 22,621 of the 22,641 discovered; the other 20 were removed by
+  the site during the crawl. 434 are digital goods with no shipping
+  destination.
+- **Vendors:** 1,598 of 1,601 on the roster; 3 profiles returned 404.
+- **Reviews:** all review pages of all vendors, July 2023 to 17 September 2026.
+  1,416 vendors have at least one review.
+## Listings by category
+| Category | Listings | Subcategories |
+|---|---|---|
+| Drugs | 20,429 | 67 |
+| Forgeries / Counterfeits | 1,540 | 4 |
+| Services | 415 | 11 |
+| Software | 228 | 5 |
+| Defense / Counter Intel | 9 | 4 |
+Largest subcategories: Prescription Drugs (3,080), Cannabis - Buds and Flowers
+(3,079), Steroids (1,353), Benzos - Pills (1,337), Stimulants - Cocaine (964),
+Watches (838), Dissociatives - Ketamine (794), Psychedelics - LSD (617).
+Shipping origins are led by the United States (6,093), United Kingdom (4,286),
+India (2,616), Germany (2,216), China (1,897), and Australia (1,267). Prices are
+quoted in XMR plus one of USD, EUR, GBP, AUD, or CAD; the site's own exchange
+rates at fetch time are on every row (`xmr_usd`, `xmr_eur`, ...).
+## Reviews by year
+| Year | Reviews |
+|---|---|
+| 2023 | 23 |
+| 2024 | 12,515 |
+| 2025 | 150,520 |
+| 2026 (to 17 Sep) | 259,945 |
+## Things to know before using it
+- **Prices are as displayed.** Nothing has been converted. Use the per-row
+  exchange rates or your own historical series.
+- **Reviews have no identifier and no text.** They are numeric scores plus a
+  date, listed newest first. Their position on a page can shift as new reviews
+  arrive, so a small number may be duplicated across page boundaries. Reviews
+  with identical (vendor, listing title, date, scores) are common and mostly
+  genuine; the data has not been deduplicated.
+- **Reviews reference listing titles, not ids.** Joining on (vendor, title)
+  matches about 63% of reviews to a current listing. The rest are on delisted,
+  renamed, or private listings.
+- **Relative dates are stored as shown** ("21 months ago", "Today"). Resolve
+  them against `fetched_at`.
+- **`vendors` is one row per page**, so profile stats repeat across a vendor's
+  review pages. Filter `page_r = 0` unless you want the review pages.
+- **Vendor ratings are near-uniform** (80% of vendors at 98-100%). Cancellation
+  and dispute counts carry more signal.
+- **Free text is raw.** Descriptions keep their original line breaks and any
+  decorative characters. The site enforces a 50-character minimum and roughly a
+  10,000-character maximum.
+- **Category is the market's own tree**, not a normalised taxonomy. About 10% of
+  listings are outside the Drugs category.

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